This disclosure describes a framework that allows learners to access pre-trained models provided via a public or private computing resource. A model sharing API is described that enables learner applications to make requests that include authentication information, API path, and parameters. The client request is authenticated and a hosted model is run to generate a response which is provided to the learner application via the model sharing API. In this manner, the framework supports providing access to hosted ML models without the learner application having direct access to the models or having control over the computing resources where the model is hosted.
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Costa, Rui and Palowitch, Casey, "Secure Sharing of Pre-trained Machine Learning Models For Hands-on Training At Scale", Technical Disclosure Commons, (December 02, 2020)